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Correlation is not causation. This mantra, espoused by scientists for more than a century, led to a virtual prohibition on
causal talk. Today, that taboo is dead. The causal revolution, led by AI researcher Judea Pearl and his colleagues, has
cut through years of confusion about the nature of knowledge and established the study of causality at the center of
scientific inquiry. In The Book of Why, Pearl and science writer Dana Mackenzie explain why causal thinking,
manifested in our ability to imagine the consequences of our actions, is among humanity's greatest gifts. It enables us
to answer questions that generations of scientists could not touch. Beginning with simple scenarios, like whether it
was rain or a lawn sprinkler that got a sidewalk wet, the authors show how causal thinking solves some of today's
hardest problems, including: whether a drug cured an illness; whether an employer has discriminated against some
applicants; and whether we can blame a heat wave on global warming. Causal thinking also enables us to imagine the
consequences of what could but did not happen: What if you had not bought this book? Pearl's work shows us how to
answer a counterfactual not just with speculation but with convincing scientific rigor. The most profound implications
of the study of causality, however, may lie in the field of artificial intelligence. Today's machine learning relies on
correlations, not causation. Causal thinking will transform computers into true scientists. And because causal thinking
reveals culpability, it could transform computers into moral beings-perhaps the most important thing we could do with
machines poised to take over our lives. Much like Thinking, Fast and Slow, The Book of Why is among the rare books
that will both upend the foundations of scientific thought and empower ordinary people with new understanding of
their own thinking.

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Written By: Dana Mackenzie, Judea Pearl.
Narrated By: Mel Foster
Publisher: Brilliance Audio
Date: May 2018
Duration: 15 hours 16 minutes

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